nested xml to csv python pandas
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certainly! converting nested xml to csv using python and pandas involves several steps. in this tutorial, i'll guide you through the process with a step-by-step explanation and provide you with a code example.
make sure you have pandas installed. if not, you can install it using:
in your python script, import the necessary libraries:
load the xml data into an elementtree object. for this tutorial, let's assume you have an xml file named "nested_data.xml" with nested structure:
define a function to recursively extract nested data from xml:
call the function on the root element and convert the result to a pandas dataframe:
save the dataframe to a csv file:
here's the complete python script:
this script reads the nested xml file, extracts the data, converts it into a dataframe, and saves it as a csv file. adjust the file names and paths according to your specific use case.
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